Agens pymc

skill_id: pymc name: pymc description: Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference. version: 1.0.0 author: K-Dense Inc. license: Apache License, Version 2.0 tags:

• scientific-agent-skills
• pymc tools: [] permissions: network: false filesystem: false shell: false agents:
• executor_agent enabled: true source: scientific-agent-skills entrypoint: entry.py readme: README.md input_schema: {} output_schema: type: object metadata: upstream_repo: K-Dense-AI/scientific-agent-skills upstream_skill: pymc upstream_path: scientific-skills/pymc/SKILL.md upstream_frontmatter: name: pymc description: Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference. license: Apache License, Version 2.0 metadata: skill-author: K-Dense Inc.